Systems and methods for workout scoring using image and exertion data
Systems, methods, and computer readable medium are disclosed for performance of exercise scoring operations. Performance of exercise scoring operations includes storing an exercise goal for a particular individual; receiving from a sensor on a piece of electronic exercise equipment, exertion data; receiving, from at least one image sensor monitoring use of the piece of electronic exercise equipment, image data reflecting form and posture of the particular individual during an exercise set; generating a score for the exercise set by performing an aggregate analysis of the exercise goal, the exertion data, and the image data reflecting the form and posture; and outputting the score.
1. A non-transitory computer readable medium containing instructions that when executed by at least one processor cause the at least one processor to perform exercise scoring operations, comprising:
storing an exercise goal for a particular individual;
receiving from a sensor on a piece of electronic exercise equipment, exertion data;
receiving, from at least one image sensor monitoring use of the piece of electronic exercise equipment, image data reflecting form and posture of the particular individual during an exercise set;
controlling, using control electronics associated with at least one resistance motor of the electronic exercise equipment, a resistance amount applied by the at least one resistance motor, wherein the at least one resistance motor is located inside the piece of electronic exercise equipment, and wherein the electronic exercise equipment is an electronic wall-mountable exercise machine;
determining an intensity based on the resistance amount;
generating a score for the exercise set by performing an aggregate analysis of the exercise goal, the exertion data, the intensity, and the image data reflecting the form and posture; and
outputting the score.
2. The non-transitory computer readable medium of claim 1 , wherein the exercise set includes a group of repetitions of a same exercise, and wherein the score evaluates the group of repetitions.
3. The non-transitory computer readable medium of claim 1 , wherein the exercise set includes a series of groups of repetitions of differing exercises and wherein the score evaluates the series of groups.
4. The non-transitory computer readable medium of claim 1 , wherein performing the aggregate analysis includes only counting repetitions when a threshold exertion level is detected.
5. The non-transitory computer readable medium of claim 4 , wherein the image data includes video data and wherein detecting a threshold exertion level includes an analysis of the video data.
6. The non-transitory computer readable medium of claim 1 , wherein the operations further include automatically adjusting the exercise goal as performance improvements are detected over time.
7. The non-transitory computer readable medium of claim 1 , wherein the operations further include generating the exercise goal.
8. The non-transitory computer readable medium of claim 1 , wherein generating the exercise goal includes administering a baseline test and receiving baseline image data and baseline exertion data.
9. The non-transitory computer readable medium of claim 1 , wherein the score is generated based on at least three of detected exercise duration, intensity, form, posture, effectiveness, progress, and the exercise goal.
10. The non-transitory computer readable medium of claim 1 , wherein the operations further include outputting in real time during the exercise set, a repetition count.
11. The non-transitory computer readable medium of claim 10 , wherein the image data includes video data and wherein the repetition count is derived at least in part from the video data.
12. The non-transitory computer readable medium of claim 10 , wherein the repetition count only includes repetitions that pass a threshold determined based on an analysis of the video data.
13. The non-transitory computer readable medium of claim 1 , wherein outputting the score includes transmitting the score to a mobile communications device associated with the particular individual.
14. The non-transitory computer readable medium of claim 1 , wherein the operations further include altering the resistance amount applied by the at least one resistance motor.
15. The non-transitory computer readable medium of claim 1 , wherein the at least one resistance motor includes at least one electromagnet configured to apply a variable electromagnetic field.
16. The non-transitory computer readable medium of claim 1 , wherein the resistance amount includes a digital weight.
17. The non-transitory computer readable medium of claim 1 , wherein the at least one resistance motor includes a first resistance motor and a second resistance motor.
18. The non-transitory computer readable medium of claim 1 , wherein the at least one resistance motor is connected to a first end of a cable.
19. The non-transitory computer readable medium of claim 1 , wherein the at least one processor is configured to automatically adjust the resistance amount.